{"id":"W4389924284","doi":"10.3390/curroncol30120763","title":"Shorter Durations of Anti-HER2 Therapy for Patients with Early-Stage, HER2-Positive Breast Cancer: The Physician Perspective","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Breast cancer; Clinical trial; Stage (stratigraphy); Hormonal therapy; Adjuvant therapy; Internal medicine; Cancer; Oncology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002125462,0.0000898669,0.0002246557,0.0002434814,0.0007447848,0.001080402,0.0003295794,0.00072376,0.003008119],"category_scores_gemma":[0.0110217,0.00007288741,0.0002343109,0.0004885584,0.0005961143,0.0008946066,0.0002752217,0.001201891,0.0001687924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003201106,"about_ca_system_score_gemma":0.005698189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05839591,"about_ca_topic_score_gemma":0.2210924,"domain_scores_codex":[0.9988832,0.0005613674,0.00006395168,0.00007281271,0.0002396321,0.0001790735],"domain_scores_gemma":[0.989831,0.003841893,0.002807095,0.00009458543,0.001175557,0.002249724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001716508,0.001045185,0.4806342,0.002702881,0.0003756021,0.001292955,0.01134472,0.0006724109,0.002409367,0.005190452,0.07550462,0.4171111],"study_design_scores_gemma":[0.0003506421,0.00343134,0.759409,0.003098942,0.0006040079,0.004260381,0.03487944,0.0005820288,0.001067741,0.003332479,0.1888727,0.0001113341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.574746,0.106091,0.0006863222,0.2907626,0.0006910224,0.00003735427,0.0004429668,0.00001831687,0.02652442],"genre_scores_gemma":[0.9363312,0.03445901,0.0008537355,0.02553159,0.001108585,0.00001511647,0.0001321439,0.000007315414,0.001561233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05839591,"threshold_uncertainty_score":0.1161121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08536906940342316,"score_gpt":0.4593969189645493,"score_spread":0.3740278495611261,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}